规范行政处罚自由裁量权是提高行政执法水平的一项重要措施。只有抓住关键环节,才能有效规范这一裁量权。笔者对一些地区规范行政处罚自由裁量权的工作模式进行了分析、归纳,提出裁量标准的制定主体、裁量对象、裁量阶次的划分、裁量标准是否留有“余地”、裁量 Regulating administrative penalty discretion is an important measure to improve the level of administrative law enforcement. Only by grasping the key links can we effectively regulate this discretion. The author analyzes the working mode of regulating the discretion of administrative punishments in some areas and concludes with the conclusion that the main body, the object of determination, the division of discretionary order and the standard of discretion of the discretionary standard are left with “leeway” and discretion